collection of various notes, links and resources
Vue.js
Vue Developer Roadmap
Vuetify
Vue Router
Vite
Pinia
TanStack Query Vue
Next.js
React Native
Expo
Flutter
Ionic Framework
NativeScript
Lynx
React
Remix
Angular
Nuxt
NestJS
Node.js
Express
uv
Redis Python client
echarts-for-react - npm
Apache ECharts
XCTest | Apple Developer Documentation
appium
appium - npm
Psycopg 3
- https://news.ycombinator.com
- https://techcrunch.com
- https://github.com/trending
- https://github.com/explore
- https://docs.github.com/en
- https://docs.github.com/en/actions/writing-workflows/quickstart
- https://docs.github.com/en/actions/about-github-actions/understanding-github-actions
- https://docs.github.com/en/issues/planning-and-tracking-with-projects/automating-your-project
- https://cli.github.com
- https://github.com/readme/stories/evan-you
- https://roadmap.sh
- https://www.typescriptlang.org
- https://developers.facebook.com/social-technologies/products
- https://www.totaltypescript.com/books/total-typescript-essentials
- https://hub.docker.com/u/ai
- https://docs.docker.com/desktop/features/model-runner/
- https://developer.apple.com/documentation/
- ollama/ollama#1578
- ollama/ollama#1730
- ollama/ollama#1806
- ollama/ollama#3898
- https://engineering.fb.com
- vercel/next.js#63775
- https://github.com/microsoft/Phi-3CookBook
- https://github.com/huggingface/awesome-huggingface
- https://github.com/huggingface/swift-chat
- https://github.com/Alamofire/Alamofire
- https://github.com/likedan/Awesome-CoreML-Models
- https://github.com/facebookresearch/fairscale
- https://github.com/Aleph-Alpha
- https://12factor.net
- https://hackernoon.com
- https://security.apple.com
- https://github.com/mrdbourke/machine-learning-roadmap
- https://www.freecodecamp.org/news/react-props-cheatsheet/
- https://dev.to/wheelmaker24/a-simple-strategy-for-structuring-tailwindcss-classnames-1ba9
- https://web.dev
- https://devhints.io
- https://developer.chrome.com/docs
- https://developer.chrome.com/docs/devtools/overrides/
- https://developer.chrome.com/docs/extensions/develop/ui/override-chrome-pages
- https://vercel.com/blog/category/engineering
- https://developer.apple.com/videos/play/wwdc2023/10226/
- https://web-performance.ch/ai/what-i-learned-about-lm-studio/
- @Fireship
- @geohotarchive
- @t3dotgg
- @mrdbourke
- @alejandro_ao
- @NetworkChuck
- @ThePrimeTimeagen
- @developedbyed
- @GitHub
- @VercelHQ
- @AZisk
- @JeffGeerlin
- @leerob
- @freecodecamp
- @WebDevSimplified
- @JavaScriptMastery
- @fknight
- @Hallden_
- @TinaHuang1
- @kevinfaang
- @TravisMedia
- @beyondfireship
- @TechWithTim
- @StefanMischook
- @AndrejKarpathy
- @NeuralNine
- @ScottYuJan
- @ByteByteGo
- @DataCamp
- @GregHogg
- @3blue1brown
- @Indently
- @GoogleDevelopers
- @googlecloudtech
- @Firebase
- @WebDevCody
- @NeetCode
- @codebasics
- @interviewpen
- @Angular
- @devaslife
- @JoshuaMorony
- @ArjanCodes
- @Remix-Run
- @DavidOndrej
- @dreamsofcode
- @aiDotEngineer
- @AaronJack
- @YourAverageTechBro
- @CodeAesthetic
- @javascriptmastery
- @CodingWithLewis
- @sst-dev
- @TinaHuang1
- @MelkeyDev
- @cultrepo
- @joshtriedcoding
- @CreatedByKC
- @engineerprompt
- @CodingGarden
- @Codevolution
- @samselikoff
- @VueMastery
- @TailwindLabs
- @TechwithLucy
- @CodingEntrepreneurs
- @ycombinator
- @CodeWithChris
- @AssemblyAI
- @daveebbelaar
- @AivarsMeijers
- @samwitteveenai
- @aiexplained-official
- @JohnWatsonRooney
- @bawad
- @huxnwebdev
- @Kavsoft
- @seanallen
- @streamdevelopers
- @KevinPowell
- @NicholasRenotte
- @Computerphile
- @techwithsoleyman
- @TuomoKankaanpaa
- John Leider
- @clem
- @Thuvu5
- @_JohnHammond
- @StewartLynch
- @LearnCantrill
- @ConnerArdman
- @brianruizy
- @ReactConfOfficial
- @kennygunderman
- SwiftData CRUD Operations
- Introduction – SwiftData Starter Project 1/8
- SwiftUI Fundamentals | FULL COURSE | Beginner Friendly
- How to use async/await + SwiftUI + MVVM + API Call (URLSession) + Swift in Xcode-15 (iOS Dev)
- Python Celery Distributed Task Queue | End to End Application with Celery
- Build your first REST API with Flask and PostgreSQL
- How to Run a Python Docker Image on AWS Lambda
- How I would learn Machine Learning (if I could start over)
- Learn PyTorch for deep learning in a day. Literally
- Build an AI/ML Tennis Analysis system with YOLO, PyTorch, and Key Point Extraction
- Vector Databases simply explained! (Embeddings & Indexes)
- AWS Cloud Certification Roadmap for Beginners (2025)
- Advice for machine learning beginners | Andrej Karpathy and Lex Fridman
- How Nvidia Grew From Gaming To A.I. Giant, Now Powering ChatGPT
- How Shazam IDs Over 23,000 Songs Each Minute | WSJ Tech Behind
- How to Use NVIDIA ChatRTX | AI Chatbot Using Your Files
How to Use FAISS to Build Your First Similarity Search
Multithreading and Multiprocessing with Selenium
Running scheduled Python tasks in a Docker container
TensorFlow GPU Setup (2024)
Deploying LLMs locally with Apple’s MLX framework
Running Large Language Models (Llama 3) on Apple Silicon with Apple’s MLX Framework
Apple Silicon GPUs, Docker and Ollama: Pick two
LLM Everywhere: Docker for Local and Hugging Face Hosting
Ollama 0.2 — revolutionizing local model management with concurrency
Bringing Your Fine-Tuned MLX Model to Life with Ollama Integration
Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System
The Ollama Docker Compose Setup with WebUI and Remote Access via Cloudflare
How to Run Llama 3 Locally with Ollama and Open WebUI
Run LLMs locally or in Docker with Ollama & Ollama-WebUI
Hardware for Deep Learning. Part 1: Introduction
Hardware for Deep Learning. Part 2: CPU
Hardware for Deep Learning. Part 3: GPU
Hardware for Deep Learning. Part 4: ASIC
Tutorial: Time Series Forecasting with Prophet
Updates to Apple’s On-Device and Server Foundation Language Models
Asynchronous Tasks with FastAPI and Celery
Using MinIO with Docker and Python
Docker image - minio/minio
in this section it usually groups a given company or technology in the form of homepage / social / github - depending on what resources are available
Hugging Face Hub documentation
AI at Meta
AI at Meta Blog
Llama
Meta Llama GitHub
Meta Llama GitHub - llama-cookbook
Meta Llama GitHub - llama-stack
Meta Llama Hugging Face
OpenAI
OpenAI Blog
OpenAI GitHub
OpenAI YouTube
OpenAI Developer Community
Ollama
Ollama Blog
Ollama X
Ollama GitHub
Ollama Docker Image
Anthropic
Anthropic X
Anthropic LinkedIn
Anthropic GitHub
Anthropic YouTube
LM Studio
LM Studio X
LM Studio GitHub
LM Studio 0.3.4 ships with Apple MLX
Model Context Protocol
Model Context Protocol X Community
Model Context Protocol GitHub
Apple Developer - Machine Learning
Apple Developer - TensorFlow Plugin
LangChain
LangChain X
LangChain GitHub
LangChain YouTube
Google DeepMind
Google DeepMind X
Google DeepMind GitHub
Google DeepMind YouTube
Prompt Engineering Guide
Prompt Engineering Guide GitHub
Machine Learning - Daniel Bourke
Setup Apple Mac for Machine Learning with TensorFlow
2020 Machine Learning Roadmap (87% valid for 2024)
- ChromeDevTools/chrome-devtools-mcp
- shanraisshan/claude-code-best-practice
- sickn33/antigravity-awesome-skills
- moltbot
- zai-org
- microsoft/autogen
- agentskills
- humanlayer
- spec-kit
- agent-lightning
- localstack
- open-telemetry
- geohot
- ggerganov
- tinygrad
- leerob
- johnleider
- t3dotgg
- nestjs
- puppeteer
- microsoft
- microsoft/playwright
- microsoft/AI-For-Beginners
- microsoft/promptbase
- microsoft/playwright-python
- celery/celery
- ollama/ollama
- apple
- apple/ml-clara
- expo
- exo-explore
- expo/react-conf-app
- ml-explore/mlx
- ggml-org
- OpenInterpreter
- shadcn-ui
- fireship-io
- vercel/geist-font
- googleapis
- pytorch
- cohere-ai
- rapidsai
- ml-tooling
- n8n-io/n8n
- developedbyed
- aws-neuron
- boto/boto3
- awsdocs
- open-mmlab
- facebook - prophet
- All-Hands-AI/OpenHands
- dair-ai/ML-YouTube-Courses
- Lightning-AI
- open-webui/open-webui
- apple/ml-stable-diffusion
- lmstudio-ai/mlx-engine
- TheAlgorithms
- Netflix/chaosmonkey
- ml-tooling/best-of-ml-python
- huggingface/swift-coreml-diffusers
- OpenInterpreter/open-interpreter
- EthicalML/awesome-production-machine-learning
- rasbt/LLMs-from-scratch
- rasbt/LLMs-from-scratch - 01_optional-python-setup-preferences
- CodeEditApp/CodeEdit
- githubnext/monaspace
- AsahiLinux
- ChartGPU
- react-grab
- vue-mess-detector
- Towards a Science of Scaling Agent Systems
- Recursive Language Models
- GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
- Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
- Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projects
- How Many Instructions Can LLMs Follow at Once?
- The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
- Training Foundation Models on a Full-Stack AMD Platform: Compute, Networking, and System Design
- Open Data on GitHub: Unlocking the Potential of AI
- Checklists Are Better Than Reward Models For Aligning Language Models
- Bielik v3 Small: Technical Report
- xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
- Efficient and Scalable Agentic AI with Heterogeneous Systems
- Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
- UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback
- Why Language Models Hallucinate
- Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
- https://9to5mac.com/2026/03/01/apple-replacing-core-ml-with-modernized-core-ai-framework-for-ios-27-at-wwdc/
- https://9to5mac.com/2026/02/12/apple-study-looks-into-how-people-expect-to-interact-with-ai-agents/
- https://9to5mac.com/2026/02/20/apple-researchers-develop-on-device-ai-agent-that-interacts-with-apps-for-you/
- https://9to5mac.com/2025/12/19/apple-study-shows-how-an-ai-powered-isp-could-dramatically-improve-low-light-iphone-photos/
- https://9to5mac.com/2025/11/20/apple-shows-how-much-faster-the-m5-runs-local-llms-compared-to-the-m4/
- https://9to5mac.com/2025/11/21/apple-research-llm-study-audio-motion-activity/
- https://9to5mac.com/2025/11/19/macos-26-2-adds-three-new-mac-features-heres-whats-coming/
- https://9to5mac.com/2025/11/19/a-cluster-of-mac-studios-is-just-one-reason-we-no-longer-need-a-mac-pro/
- https://9to5mac.com/2025/09/22/macos-tahoe-26-1-beta-1-mcp-integration/
- https://9to5mac.com/2025/10/13/apples-new-language-model-can-write-long-texts-incredibly-fast/
- https://9to5mac.com/2025/10/16/apple-research-ai-software-development/
- https://9to5mac.com/2025/09/06/productivity-superpower-n8n-hostinger-vps/
- https://9to5mac.com/2025/10/13/apple-to-present-multiple-studies-at-the-2025-international-conference-on-computer-vision/
- https://9to5mac.com/2025/08/28/new-xcode-beta-now-available-with-gpt-5-and-claude-support/
- https://9to5mac.com/2025/09/02/apples-ai-exodus-continues-with-four-new-deflections-to-meta-openai-and-anthropic/
- https://9to5mac.com/2025/09/12/apple-security-research-device-program-2026/
- https://9to5mac.com/2025/08/12/claude-sonnet-4-1-million-token-context-upgrade/
- https://9to5mac.com/2025/07/29/apple-just-lost-another-ai-researcher-as-it-weighs-shift-to-third-party-models/
- https://9to5mac.com/2025/08/06/how-to-run-gpt-oss-20b-on-mac/
- https://9to5mac.com/2025/06/11/how-do-apple-new-local-models-compare/
- https://9to5mac.com/2025/01/29/best-ai-chatbot-apps-for-iphone-ipad-mac/
- https://9to5mac.com/2024/10/30/github-copilot-xcode/
- https://9to5mac.com/2024/11/01/apple-researchers-ran-an-ai-test-that-exposed-a-fundamental-intelligence-flaw/
- https://9to5mac.com/2024/05/23/apple-shortcuts-and-chatgpt-for-mac/